Option-Aware Retrieval and Task-Specific VLM Adaptation for Medical VQA

Tristan Kirscher, Niklas C. Koser, Soren Pirk

We describe our submission to the MedReason 2026 challenge, covering multiple-choice (MCQ) and open-ended (OE) medical visual question answering (VQA) under fully offline, containe…